xref: /developtools/ace_ets2bundle/compiler/sample/pages/testcases/showcaseCovid19.ets

/*
 * Copyright (c) 2021 Huawei Device Co., Ltd.
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

/**
 * COVID Showcase App
 *
 * Made for the purpose of comparing ACE-Diff with ACE-JSF.
 * Read the README.md file in the same directory for build instructions
 *
 * ACE @ Web Helsinki
 *

 */

const enum FlexAlign {
  AUTO,

  // align to the start of the axis, can be both used in MainAxisAlign and CrossAxisAlign.
  FLEX_START,

  // align to the center of the axis, can be both used in MainAxisAlign and CrossAxisAlign.
  CENTER,

  // align to the end of the axis, can be both used in MainAxisAlign and CrossAxisAlign.
  FLEX_END,

  // stretch the cross size, only used in CrossAxisAlign.
  STRETCH,

  // adjust the cross position according to the textBaseline, only used in CrossAxisAlign.
  BASELINE,

  // align the children on both ends, only used in MainAxisAlign.
  SPACE_BETWEEN,

  // align the child with equivalent space, only used in MainAxisAlign.
  SPACE_AROUND
}

const enum TextOverflow {
  CLIP,
  ELLIPSIS,
  NONE,
}

class MonthData {
    month: number = 0;
    new_cases: number = 0;
    incidence: number = 0;
    new_dead: number = 0;
    incidence_dead: number = 0;

    constructor(month: number, new_cases: number, incidence: number, new_dead: number, incidence_dead: number) {
      this.month = month;
      this.new_cases = new_cases;
      this.incidence = incidence;
      this.new_dead = new_dead;
      this.incidence_dead = incidence_dead;
    }
}

class MonthVM {
    data: MonthData = undefined;
    dirLabel: string = '';
    dirColor: string = '';
    constructor(data: MonthData, dirLabel: string, dirColor: string) {
      this.data = data;
      this.dirLabel = dirLabel;
      this.dirColor = dirColor;
    }
}

class CountryTrendVM {
    id: number = 0;
    height: number = 0;
    color: string = '';
    isVisible: boolean = false;
    constructor(id: number, height: number, color: string, isVisible: boolean) {
      this.id = id;
      this.height = height;
      this.color = color;
      this.isVisible = isVisible;
    }
}


// non-mutaitng Model holding basic data about a country
// no need to observe instances
class CountryData {
  name: string = '';
  continent: string = '';
  alpha2: string = '';
  population: number = 0;
  months: Array<MonthData> = undefined;
  maxCases: number = 0;

  constructor(name: string,
    continent: string,
    alpha2: string,
    population: number,
    maxCases: number,
    months: Array<MonthData>) {
    this.name = name;
    this.continent = continent;
    this.alpha2 = alpha2;
    this.population = population;
    this.maxCases = maxCases;
    this.months = months;
  }

  compareName(c2: CountryData): number {
    return (this.name == c2.name) ? 0 : (this.name < c2.name) ? -1 : 1;
    // FXXME V8 ICU issue workaround, do not use: return this.name.localeCompare(c2.name);
  }
}

// mutating part of Country model
// needs to be wrapped by an Observable
class CountryVM {
  show: boolean = false;
  data: CountryData = undefined;

  constructor(show: boolean, data: CountryData) {
    this.show = show;
    this.data = data;
  }
}

// singleton, mutating object about how to vide countries
class CountriesPresentation {
  // first country to show in View
  firstCountry_: number = 0;

  // sorting by country name: +1: A..Z; -1: Z..A
  countriesSortDirection: number = 0;

  // total number of countries in VM, i.e. after filtering
  countriesN: number = 0;

  static readonly TOTAL_COUNTRIES = 183;// change when data set updated
  static readonly SHOW_COUNTRIES = 25;
  static readonly SHIFT_BY = 18;

  static readonly N_REGULAR_FONT_SIZE = 18;
  static readonly REGULAR_FONT_SIZE = CountriesPresentation.N_REGULAR_FONT_SIZE + 'px';

  constructor() {
    this.firstCountry_ = 0;
    this.countriesSortDirection = 1; // A..Z order
    this.countriesN = CountriesPresentation.TOTAL_COUNTRIES;
  }

  firstCountry(): number {
    return this.firstCountry_;
  }

  lastCountry(): number {
    return this.firstCountry_ + CountriesPresentation.SHOW_COUNTRIES;
  }
  // shift visible countries by
  shiftBy(byCount: number): void {
    this.firstCountry_ = Math.max(0,
      Math.min(this.firstCountry_ + byCount,
        this.countriesN - CountriesPresentation.SHOW_COUNTRIES)
    );
    console.log(`shiftCountries this.firstCountry=${this.firstCountry}`);
  }

  // after applying filters reset firstCountry and sorting direction,
  // and recalc number of to be shown countries
  resetByFilters(countriesData: any): void {
    this.countriesN = countriesData.filter((c) => c.show).length;
    this.firstCountry_ = 0;
    this.countriesSortDirection = 1
    console.log(`CountriesPresentation: setCountriesN(${this.countriesN}) `);
  }

  // reverse sorting direction of visible countries
  reverseDirection(): void {
    this.countriesSortDirection *= -1;
  }
}


// similar to CountryPresentation, singleton mutating object about how to present
// months' data of each country
class MonthsPresentation {
  firstMonth_: number = 8;

  constructor() {
    this.firstMonth_ = 8;
  }

  firstMonth(): number {
    return this.firstMonth_;
  }
  lastMonth(): number {
    return this.firstMonth_ + 2;
  }

  shiftBy(byCount) {
    this.firstMonth_ = Math.max(0, Math.min(this.firstMonth_ + byCount, 8));
    console.log(`shiftMonths this.firstMonth=${this.firstMonth_}`);
  }
}

var initCountriesData = function (): Array<CountryVM> {
  var result = new Array<CountryVM>();
  APP_DATA.forEach((country: any) => {
    let countryVM = new CountryVM(
      /*show */ true,
      new CountryData(country.name, country.continent, country.alpha2, country.population, country.maxCases, country.months)
    );
    result.push(countryVM);
  });
  console.log(`initCountriesData: result.length ${result.length}`);
  return result;
}


// -------------------- PageView ------------------------------------------------------------

@Entry
@Component
struct PageView {

  @State showFilters: boolean = false;
  @State countriesPresentation: CountriesPresentation =  new CountriesPresentation();
  @State monthsPresentation: MonthsPresentation =  new MonthsPresentation();

  countriesData: Array<CountryVM> = initCountriesData();

  /*
  constructor(id: string, parent: View, params: { countriesData: Array<CountryVM> }) {
    super(id, parent);
    console.log(`Create PageView`);

    // Properties 'firstCountry', 'countriesSortDirection', 'firstMonth' only
    // change in this View when also 'showFilters' changes.
    // same applies to countriesData
    // Hence, we do not need to make countriesPresentation and monthsPresentation
    // a @State variable
    this.setInitialObjectState({
      showFilters: false,
      countriesPresentation: new CountriesPresentation(),
      monthsPresentation: new MonthsPresentation(),
      countriesData: []
    });

    this.updateObjectState(params);

    this.createState("showFilters");
    this.createState("countriesPresentation");
    this.createState("monthsPresentation");

    this.____is_initialized___ = true;
  }

render(): ViewAbstract {
    console.log(`Render PageView`);
    // if ... {} else {}
    return this.showFilters ? new Column(
      new FiltersView("FiltersView", this, { countriesVM: this.countriesData }),
      new Row(
        new Button("Apply Filters").onClick(() => this.onApplyFiltersPressed())
        .height('50px')
        .width('300px'),
        new Button("Dump MemInfo").onClick(() => {
          dumpMemoryStats("FiltersView visile");
        }).width('300px')
      )
    ).setUniqueKey("Filters")
      : new Column(
        new Row(
          new Button("Show Filters")
            .onClick(() => this.showFilters = true).width('300px'),
          new Button("Dump MemInfo")
            .onClick(() => {
              dumpMemoryStats("StatsView visible");
            }).width('300px'),
        ),
        new StatsView("StatsView", this, {
          countriesData: this.countriesData,
          countriesPresentation: createLinkReference<CountriesPresentation>(this, "countriesPresentation"),
          monthsPresentation: createLinkReference<MonthsPresentation>(this, "monthsPresentation")
        }).setUniqueKey("StatsView")
      ).setUniqueKey("Stats")
  }
  */

  onApplyFiltersPressed(): void {
    this.showFilters = false;
    this.countriesPresentation.resetByFilters(this.countriesData);
    this.monthsPresentation.firstMonth_ = 8;
  }

  build() {
      Column() {
        if (this.showFilters) {
          Column() {
            FiltersView({ countriesVM: this.countriesData })
            Row() {
              Button("Apply Filters").onClick(() => { this.onApplyFiltersPressed() } ).height('50px').width('300px')
              Button("Dump MemInfo").onClick(() => { dumpMemoryStats("FiltersView visile") }).width('300px')
            }.wrapContent()
          }.wrapContent()
        } else {
          Column() {
              Row() {
                Button("Show Filters")
                  .width('300px')
                  .onClick(() => { this.showFilters = true } )
                Button("Dump MemInfo")
                  .width('300px')
                  .onClick(() => { dumpMemoryStats("StatsView visible") })
              }.wrapContent()
              StatsView({countriesData: this.countriesData, countriesPresentation: $countriesPresentation, monthsPresentation: $monthsPresentation})
                  .setUniqueKey("StatsView")
         }.wrapContent()
        }
      }.wrapContent().setUniqueKey("Page")
  }
}


// -------------------- StatsView ------------------------------------------------------------

@Component
struct  StatsView  {

  // just a regular class variable
  countriesData: Array<CountryVM>;

  @Link  countriesPresentation: CountriesPresentation;

  @Link  monthsPresentation: MonthsPresentation;

  /*
  constructor(id: string, parent: PageView,
    params: {
      countriesData: Array<CountryVM>,
      countriesPresentation: LinkReference<CountriesPresentation>,
      monthsPresentation: LinkReference<MonthsPresentation>
    }) {
    super(id, parent);
    console.log(`Create StatsView`);

    this.setInitialObjectState({ countriesData: [] })
    this.updateObjectState(params);

    this.createLink("countriesPresentation");
    this.createLink("monthsPresentation");

    this.____is_initialized___ = true;
  }

  render(): Flex {
    console.log(`Render StatsView`);
    return new Column(
      new StatsViewHeading("160", this,
        { monthsPresentation: createLinkReference(this, "monthsPresentation") })
        .setUniqueKey("Heading"), // all children of Column have unique keys

      new ForEach("161", this,
        this.countriesVM(),
        (country: CountryVM) => new CountryStatsView("140", this,
          { countryData: country, monthsPresentation: createLinkReference(this, "monthsPresentation") }),
        (country: CountryVM) => country.data.alpha2
      ).setUniqueKey("Countries"),
      new Row(
        new Button("Prev").onClick(() => this.countriesPresentation.shiftBy(-CountriesPresentation.SHIFT_BY)).setUniqueKey("Prev"),
        new Button("Next").onClick(() => this.countriesPresentation.shiftBy(CountriesPresentation.SHIFT_BY)).setUniqueKey("Next"),
        new Button(this.countriesPresentation.countriesSortDirection > 0 ? "Z..A" : "A..Z").onClick(() => this.countriesPresentation.reverseDirection()).setUniqueKey("Sort"),
        new Button("Earier").onClick(() => this.monthsPresentation.shiftBy(-1)).setUniqueKey("Earlier"),
        new Button("Later").onClick(() => this.monthsPresentation.shiftBy(1)).setUniqueKey("Later"),
      ).height('100px').setUniqueKey("Buttons_Row") // all children of Column have unique keys
    ).wrapContent()
  }

  */

 build()  {
    Column() {
      StatsViewHeading({ monthsPresentation: $monthsPresentation }).setUniqueKey("Heading")
      CountriesStatsView({ countriesPresentation: $countriesPresentation, monthsPresentation: $monthsPresentation, countriesData: this.countriesData}).setUniqueKey("CSV")
      Row() {
        Button("Prev").onClick(() => { this.countriesPresentation.shiftBy(-CountriesPresentation.SHIFT_BY) } ).setUniqueKey("Prev")
        Button("Next").onClick(() => { this.countriesPresentation.shiftBy(CountriesPresentation.SHIFT_BY) } ).setUniqueKey("Next")
        Button(this.countriesPresentation.countriesSortDirection > 0 ? "Z..A" : "A..Z").onClick(() => { this.countriesPresentation.reverseDirection() } ).setUniqueKey("Sort")
        Button("Earier").onClick(() => { this.monthsPresentation.shiftBy(-1) } ).setUniqueKey("Earlier")
        Button("Later").onClick(() => { this.monthsPresentation.shiftBy(1) } ).setUniqueKey("Later")
      }.height('100px').setUniqueKey("Buttons_Row")
    }.wrapContent()
  }
}



@Component
struct StatsViewHeading {

  static monthsLabel: string[] = ["February", "March", "April", "May", "June", "July", "August", "September", "October", "November", "December"];

  @Link  monthsPresentation: MonthsPresentation;

  /*
  constructor(id: string, parent: StatsView, params: { monthsPresentation: LinkReference<MonthsPresentation> }) {
    super(id, parent);
    console.log(`Create StatsViewHeading`);

    this.setInitialObjectState({})
    this.updateObjectState(params);

    this.createLink("monthsPresentation");

    this.____is_initialized___ = true;
  }

   render(): ViewAbstract {
    return new Row(
      new Text("Territory").fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('222px').setUniqueKey("Territory"), // all children of Row need unique Key
      new ForEach("171", this,
        StatsViewHeading.monthsLabel.slice(this.monthsPresentation.firstMonth(), this.monthsPresentation.lastMonth()),
        (month) => new Text(month).fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('182px'),
        (month) => month
      ),
      new Text("Trend").fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('110px').setUniqueKey("Trend"), // all children of Row need unique Key
    ).height('50px');
  }
  */

  build() {
    Row() {
      Text("Territory").fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('222px').setUniqueKey("Territory") // all children of Row need unique Key
      ForEach(
        StatsViewHeading.monthsLabel.slice(this.monthsPresentation.firstMonth(), this.monthsPresentation.lastMonth()),
        (month) => { Text(month).fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('182px') },
        (month) => month
      )
      Text("Trend").fontSize(CountriesPresentation.REGULAR_FONT_SIZE).fontWeight("bold").width('110px').setUniqueKey("Trend") // all children of Row need unique Key
    }.height('50px')
  }
}



@Component
struct CountriesStatsView {

  @Link countriesPresentation: CountriesPresentation;
  @Link monthsPresentation: MonthsPresentation;
  countriesData: Array<CountryVM>;

  filteredCountries(): Array<CountryVM> {
    var result = this.countriesData.filter((c) => c.show);
    console.log("update filteredCountries, length: " + result.length);
    return result;
  }

  countriesVM(): Array<CountryVM> {
     console.log("update countriesVM, ...");
    var result = this.filteredCountries()
      .slice(this.countriesPresentation.firstCountry(), this.countriesPresentation.lastCountry())
      .sort(function (c1: CountryVM, c2: CountryVM) {
        return this.countriesPresentation.countriesSortDirection * c1.data.compareName(c2.data)
        }.bind(this)
      );

    console.log("update countriesVM, length: " + result.length);
    return result;
  }

// do not put curley brackets around the item gen function below, compiler will not generate needed return
  build()  {
    Column() {
      ForEach(this.countriesVM(),
        (country) => CountryStatsView({ monthsPresentation: $monthsPresentation, countryData: country}),
        (country) => country.data.alpha2
      ).setUniqueKey("ForEach")
    }.wrapContent().setUniqueKey("ForEach_Col")
  }
}


@Component
struct CountryStatsView {

  @State countryData: CountryVM = new CountryVM(false, undefined);  // dummy init
  @Link monthsPresentation: MonthsPresentation;

  /*
  constructor(id: string, parent: StatsView,
    params: { countryData: CountryVM, monthsPresentation: LinkReference<MonthsPresentation> }) {
    super(id, parent);
    console.log(`Create CountryStatsView`);

    // we need to init the @State countryData variable with a dummy
    this.setInitialObjectState({ countryData: new CountryVM(false, undefined) })
    this.updateObjectState(params);

    // countryData is wrapped with an ObservableObject already
    // createState will pick up the Obs.Object and have the View subscribe to it.
    this.createState("countryData");
    this.createLink("monthsPresentation");

    this.____is_initialized___ = true;
    console.log(`Create CountryStatsView of ${this.countryData.data.name}`);
  }
*/

  build() {
    Row() {
      Image(`pictures/diff/flags/${this.countryData.data.alpha2}.png`).width('32px').height('32px').marginRight('5px').setUniqueKey("Country_Flag")
      Row() {
        Text(this.countryData.data.name).fontSize(CountriesPresentation.REGULAR_FONT_SIZE).textOverflow(TextOverflow.Ellipsis).maxLines(1)
      }.justifyContent(FlexAlign.start).width('190px').height('50px').setUniqueKey("Country_Name")
      CountryMonthsStatView({ countryData: $countryData, monthsPresentation: $monthsPresentation }).setUniqueKey("CountryMonthsStatView")
      CountryTrendView({ countryData: $countryData, monthsPresentation: $monthsPresentation }).setUniqueKey("CountryTrendView")
    }.alignItems(FlexAlign.start).justifyContent(FlexAlign.Center).wrapContent().height('50px')
  }
}

@Component
struct CountryMonthsStatView {

  @Link countryData: CountryVM;
  @Link monthsPresentation: MonthsPresentation;

  areCasesRising(monthIndex: number): boolean {
    const caseData: MonthData[] = this.countryData.data.months;
    return ((monthIndex == 0) && (caseData[monthIndex] != undefined) && (caseData[monthIndex].new_cases > 0) ||
      ((caseData[monthIndex - 1] != undefined) && (caseData[monthIndex] != undefined) && (caseData[monthIndex].new_cases > caseData[monthIndex - 1].new_cases)));
  }

  areCasesDeclining(monthIndex: number): boolean {
    const caseData: MonthData[] = this.countryData.data.months;
    return ((monthIndex > 0) && (caseData[monthIndex] != undefined) && (caseData[monthIndex - 1] != undefined) && (caseData[monthIndex].new_cases < caseData[monthIndex - 1].new_cases));
  }

  /*
  constructor(id: string, parent: CountryStatsView, params: { countryData: LinkReference<CountryVM>, monthsPresentation: LinkReference<MonthsPresentation> }) {
    super(id, parent);
    console.log(`Create CountryMonthsStatView`);

    this.setInitialObjectState({})
    this.updateObjectState(params);

    this.createLink("countryData");
    this.createLink("monthsPresentation");

    this.____is_initialized___ = true;
    console.log(`Create CountryMonthsStatView of ${this.countryData.data.name}`);
  }
*/

  calcVM(): Array<MonthVM> {
    console.log(`Render CountryMonthsStatView of ${this.countryData.data.name}`);
    var vm: MonthVM[] = [];
    for (var monthsIndex = this.monthsPresentation.firstMonth(); monthsIndex < this.monthsPresentation.lastMonth(); monthsIndex++) {
      vm.push(new MonthVM(
        this.countryData.data.months[monthsIndex],
        this.areCasesDeclining(monthsIndex) ? "▼" : this.areCasesRising(monthsIndex) ? "▲" : "►",
        this.areCasesDeclining(monthsIndex) ? "#228B22" : this.areCasesRising(monthsIndex) ? "#ff4500" : "#000000",
      ));
    }
    return vm;
  }

  build() {
    Row() {
      ForEach(this.calcVM(),
        (month) => {
            Row() {
              Row() {
                Text(month.data.new_cases.toString())
              }
                .justifyContent(FlexAlign.end).width('110px').height('50px')
              Text(month.dirLabel)
                .color(month.dirColor)
                .fontSize(CountriesPresentation.REGULAR_FONT_SIZE)
                .height('50px').width('18px')
              Row() {
                Text(month.data.incidence.toString())
                  .fontSize(CountriesPresentation.REGULAR_FONT_SIZE)
                  .color(CountryTrendView.calcBarColor(month.data.incidence))
              }
                .justifyContent(FlexAlign.end).width('70px').height('50px')
            }
              .width((110 + 70) + 'px').height('50px')
        },
        (month) => month.data.month.toString()
      )
    }
    .wrapContent().width((2 * (110 + 90))  + 'px').height('50px')
  }
}


@Component
struct CountryTrendView {

  @Link countryData: CountryVM;
  @Link monthsPresentation: MonthsPresentation;

  /*
  constructor(id: string, parent: CountryStatsView, params: { countryData: LinkReference<CountryVM>, monthsPresentation: LinkReference<MonthsPresentation> }) {
    super(id, parent);

    console.log(`Create CountryTrendView`);

    this.setInitialObjectState({})
    this.updateObjectState(params);

    this.createLink("countryData");
    this.createLink("monthsPresentation");

    this.____is_initialized___ = true;
    console.log(`Create CountryTrendView of ${this.countryData.data.name}`);
  }
*/

  calcBarHeight(monthCases: number): number {
    let result = (this.countryData.data.maxCases == 0) ? 1 : 1 + (39 * monthCases / this.countryData.data.maxCases);
    console.log(`bar height ${result} maxCases ${this.countryData.data.maxCases}`);
    return result;
  }

  static calcBarColor(incidence: number): string {
    return (incidence >= 500) ? "#a52729" : (incidence >= 250) ? "#7e2e1f" : (incidence >= 100) ? "#98503C" : (incidence >= 50) ? "#a5714E" : (incidence >= 35) ? "#b99c6b" : "#d5c4a1";
  }

  calcVM(): Array<CountryTrendVM> {
    console.log(`Render CountryTrendView of ${this.countryData.data.name} for ${this.countryData.data.months.length} months`);
    const vm: CountryTrendVM[] = [];
    for (var i = 0; i < this.countryData.data.months.length; i++) {
      const isVisible: boolean = (this.monthsPresentation.firstMonth() <= i) && (i < this.monthsPresentation.lastMonth());
      vm.push(new CountryTrendVM(
        this.countryData.data.months[i].month,
        this.calcBarHeight(this.countryData.data.months[i].new_cases),
        CountryTrendView.calcBarColor(this.countryData.data.months[i].incidence),
        isVisible
      ));
    }
    return vm;
  }

  build() {
    Row() {
      ForEach(this.calcVM(),
        (m) => {
                Column() {
          if (m.isVisible) {
                Column() {
                  Column() {
                    /* emtry */ }
                    .height(Math.max(0, m.height - 2)  + 'px')
                    .width('5px')
                    .backgroundColor(m.color)
                  Column() {
                    /* emtry */ }
                    .height('2px').width('5px').backgroundColor("#000000")
                } // Column
                .height(m.height).width('5px').marginRight('1px')
           } else {
              Column() {
                /* emtry */ }
                  .height(m.height  + 'px')
                  .width('5px')
                  .backgroundColor(m.color)
                  .marginRight('1px')
           } // else
           }.wrapContent().height(m.height  + 'px')
        }, // ForEach item gen func
        (m) => m.id // ForEach id gen func
      ) // ForEach
    } // Row
      .wrapContent().alignItems(FlexAlign.end).height('50px').width('60px').marginLeft('10px')
  }
}




// -------------------- FiltersView ------------------------------------------------------------

@Component
struct FiltersView {

  // @State hack against mising @Observed / observableObject for all ContryVM instances
  @State countryHasChanged: boolean = false;

  // regular parameter
  countriesVM: Array<CountryVM> = [];

  static CONTINENTS = ["Asia", "Europe", "Africa", "North America", "South America", "Oceania"];

  /*  constructor(id: string, parent: PageView, params: { countriesVM: Array<CountryVM> }) {
      super(id, parent);
      console.log(`Create FiltersView`);

      this.setInitialObjectState({ countriesVM: [] })
      this.updateObjectState(params);
      this.createState("countryHasChanged")
      this.____is_initialized___ = true;
    }
  */

  getCovidDataByContinent(ct: string): Array < CountryVM > {
    let result = this.countriesVM.filter((c: CountryVM) => c.data.continent == ct);
    console.log(`getCovidDataByContinent(${ct}) returns length ${result.length}`);
    return result;
  }

  toggleContinent(conti: string): void {
    console.log(`toggleContinent ...${conti}`);
    let data: Array < CountryVM > = this.getCovidDataByContinent(conti);
    let newValue: boolean = (data.length > 0) ? !data[0].show : false;
    data.forEach((c: CountryVM) => c.show = newValue);

    // hack to make this vew render and take chnaged 'show' CountryVM instances into account
    // this need @Observed CountryVM / createdObservableObject to work efficiently.
    this.countryHasChanged = !this.countryHasChanged
  }

  build() {
    Column() {
      ForEach(
        FiltersView.CONTINENTS,
        (conti) => {
          Column() {
            Button(conti)
              .onClick(() => { this.toggleContinent(conti) } )
              .height('50px')
              .width('400px')
              .setUniqueKey("Button_" + conti)
            ContinentFiltersView({ countriesVM: this.getCovidDataByContinent(conti) }).setUniqueKey("ContinentFiltersView_" + conti) // all children of Row need unique Key
          }.wrapContent().setUniqueKey("ContinentFiltersView_row_" + conti)
        },
        (conti) => conti
      )
    }.wrapContent().width('740px');
  }
}


@Component
struct ContinentFiltersView {
  // regular variable
  countriesVM: Array<CountryVM> = [];

  /*
  constructor(id: string, parent: FiltersView, params: { countriesVM: Array<CountryVM> }) {
    super(id, parent);
    this.setInitialObjectState({ countriesVM: [] })
    this.updateObjectState(params);

    console.log(`Create ContinentFiltersView for ${this.countriesVM.length} countries`);
    this.____is_initialized___ = true;
  }
*/

  build() {
    Row() {
      ForEach(
        this.countriesVM,
        (country) => {
          CountryFiltersView({ countryVM: country })
        },
        (country) => country.data.alpha2
      ) // ForEach
    }.wrap(true).wrapContent()
  }
}


@Component
struct CountryFiltersView  {
  @State countryVM: CountryVM = new CountryVM(true, undefined);

  /*
  constructor(id: string, parent: ContinentFiltersView, params: { countryVM: CountryVM }) {
    super(id, parent);
    console.log(`Create CountryFiltersView  ...`);

    this.setInitialObjectState({ countriesVM: [] })
    this.updateObjectState(params);

    // individdual countryVM is wrapped inside a ObservableObject alredy.
    // createState will take it and register this View to the Obs.Object.
    this.createState("countryVM");
    this.____is_initialized___ = true;

    console.log(`Create CountryFiltersView for ${this.countryVM.data.name}`);
  }
*/

  build() {
    Row() {
      // country flag
      Image(`pictures/diff/flags/${this.countryVM.data.alpha2}.png`)
        .width('32px').height('32px')
        .marginTop('4px').marginBottom('4px').marginRight('10px')

      // country 2-letter code
      Text(this.countryVM.data.alpha2)
        .fontSize(CountriesPresentation.REGULAR_FONT_SIZE)
        .fontWeight(this.countryVM.show ? 'bold' : 'normal').width('50px').height('40px')
    }.wrapContent()
      .width('90px').height('40px')
      .backgroundColor(this.countryVM.show ? '#ffffff' : '#c0c0c0')
  }
}


const APP_DATA = [
        {
          "name": "Afghanistan", "continent": "Asia", "alpha2": "af", "population": 38928341, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 174, "incidence": 0, "new_dead": 3, "incidence_dead": 0 },
            { "month": 4, "new_cases": 1952, "incidence": 1, "new_dead": 60, "incidence_dead": 0 },
            { "month": 5, "new_cases": 13081, "incidence": 8, "new_dead": 194, "incidence_dead": 0.1 },
            { "month": 6, "new_cases": 16299, "incidence": 10, "new_dead": 494, "incidence_dead": 0.3 },
            { "month": 7, "new_cases": 5158, "incidence": 3, "new_dead": 532, "incidence_dead": 0.3 },
            { "month": 8, "new_cases": 1494, "incidence": 1, "new_dead": 119, "incidence_dead": 0.1 },
            { "month": 9, "new_cases": 1109, "incidence": 1, "new_dead": 57, "incidence_dead": 0 },
            { "month": 10, "new_cases": 2157, "incidence": 1, "new_dead": 78, "incidence_dead": 0.1 },
            { "month": 11, "new_cases": 4849, "incidence": 3, "new_dead": 257, "incidence_dead": 0.2 },
          ],
          maxCases: 16299
        },
        {
          "name": "Albania", "continent": "Europe", "alpha2": "al", "population": 2877800, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 241, "incidence": 2, "new_dead": 14, "incidence_dead": 0.1 },
            { "month": 4, "new_cases": 530, "incidence": 5, "new_dead": 16, "incidence_dead": 0.1 },
            { "month": 5, "new_cases": 364, "incidence": 3, "new_dead": 2, "incidence_dead": 0 },
            { "month": 6, "new_cases": 1398, "incidence": 12, "new_dead": 29, "incidence_dead": 0.3 },
            { "month": 7, "new_cases": 2741, "incidence": 24, "new_dead": 95, "incidence_dead": 0.8 },
            { "month": 8, "new_cases": 4237, "incidence": 37, "new_dead": 127, "incidence_dead": 1.1 },
            { "month": 9, "new_cases": 4136, "incidence": 36, "new_dead": 103, "incidence_dead": 0.9 },
            { "month": 10, "new_cases": 7226, "incidence": 63, "new_dead": 122, "incidence_dead": 1.1 },
            { "month": 11, "new_cases": 17307, "incidence": 150, "new_dead": 301, "incidence_dead": 2.6 },
          ],
          maxCases: 17307
        },
        {
          "name": "Algeria", "continent": "Africa", "alpha2": "dz", "population": 43851043, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 715, "incidence": 0, "new_dead": 43, "incidence_dead": 0 },
            { "month": 4, "new_cases": 3290, "incidence": 2, "new_dead": 406, "incidence_dead": 0.2 },
            { "month": 5, "new_cases": 5388, "incidence": 3, "new_dead": 203, "incidence_dead": 0.1 },
            { "month": 6, "new_cases": 4513, "incidence": 3, "new_dead": 259, "incidence_dead": 0.1 },
            { "month": 7, "new_cases": 16487, "incidence": 9, "new_dead": 298, "incidence_dead": 0.2 },
            { "month": 8, "new_cases": 14100, "incidence": 8, "new_dead": 300, "incidence_dead": 0.2 },
            { "month": 9, "new_cases": 7036, "incidence": 4, "new_dead": 226, "incidence_dead": 0.1 },
            { "month": 10, "new_cases": 6412, "incidence": 4, "new_dead": 228, "incidence_dead": 0.1 },
            { "month": 11, "new_cases": 25257, "incidence": 14, "new_dead": 467, "incidence_dead": 0.3 },
          ],
          maxCases: 25257
        },
        {
          "name": "Andorra", "continent": "Europe", "alpha2": "ad", "population": 77265, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 375, "incidence": 121, "new_dead": 11, "incidence_dead": 3.6 },
            { "month": 4, "new_cases": 369, "incidence": 119, "new_dead": 30, "incidence_dead": 9.7 },
            { "month": 5, "new_cases": 19, "incidence": 6, "new_dead": 9, "incidence_dead": 2.9 },
            { "month": 6, "new_cases": 91, "incidence": 29, "new_dead": 1, "incidence_dead": 0.3 },
            { "month": 7, "new_cases": 70, "incidence": 23, "new_dead": 0, "incidence_dead": 0 },
            { "month": 8, "new_cases": 251, "incidence": 81, "new_dead": 1, "incidence_dead": 0.3 },
            { "month": 9, "new_cases": 874, "incidence": 283, "new_dead": 0, "incidence_dead": 0 },
            { "month": 10, "new_cases": 2706, "incidence": 876, "new_dead": 22, "incidence_dead": 7.1 },
            { "month": 11, "new_cases": 1989, "incidence": 644, "new_dead": 1, "incidence_dead": 0.3 },
          ],
          maxCases: 2706
        },
        {
          "name": "Angola", "continent": "Africa", "alpha2": "ao", "population": 32866268, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 6, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 4, "new_cases": 20, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 5, "new_cases": 59, "incidence": 0, "new_dead": 2, "incidence_dead": 0 },
            { "month": 6, "new_cases": 198, "incidence": 0, "new_dead": 9, "incidence_dead": 0 },
            { "month": 7, "new_cases": 864, "incidence": 1, "new_dead": 39, "incidence_dead": 0 },
            { "month": 8, "new_cases": 1506, "incidence": 1, "new_dead": 56, "incidence_dead": 0 },
            { "month": 9, "new_cases": 2318, "incidence": 2, "new_dead": 75, "incidence_dead": 0.1 },
            { "month": 10, "new_cases": 5833, "incidence": 4, "new_dead": 101, "incidence_dead": 0.1 },
            { "month": 11, "new_cases": 4334, "incidence": 3, "new_dead": 64, "incidence_dead": 0 },
          ],
          maxCases: 5833
        },
        {
          "name": "Antigua and Barbuda", "continent": "North America", "alpha2": "ag", "population": 97928, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 6, "incidence": 2, "new_dead": 0, "incidence_dead": 0 },
            { "month": 4, "new_cases": 17, "incidence": 4, "new_dead": 2, "incidence_dead": 0.5 },
            { "month": 5, "new_cases": 2, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 6, "new_cases": 43, "incidence": 11, "new_dead": 0, "incidence_dead": 0 },
            { "month": 7, "new_cases": 22, "incidence": 6, "new_dead": 0, "incidence_dead": 0 },
            { "month": 8, "new_cases": 3, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 9, "new_cases": 7, "incidence": 2, "new_dead": 0, "incidence_dead": 0 },
            { "month": 10, "new_cases": 27, "incidence": 7, "new_dead": 0, "incidence_dead": 0 },
            { "month": 11, "new_cases": 13, "incidence": 3, "new_dead": 1, "incidence_dead": 0.3 },
          ],
          maxCases: 43
        },
        {
          "name": "Argentina", "continent": "South America", "alpha2": "ar", "population": 45195777, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 1053, "incidence": 1, "new_dead": 26, "incidence_dead": 0 },
            { "month": 4, "new_cases": 3374, "incidence": 2, "new_dead": 191, "incidence_dead": 0.1 },
            { "month": 5, "new_cases": 12423, "incidence": 7, "new_dead": 321, "incidence_dead": 0.2 },
            { "month": 6, "new_cases": 47679, "incidence": 26, "new_dead": 768, "incidence_dead": 0.4 },
            { "month": 7, "new_cases": 126772, "incidence": 70, "new_dead": 2236, "incidence_dead": 1.2 },
            { "month": 8, "new_cases": 226433, "incidence": 125, "new_dead": 5117, "incidence_dead": 2.8 },
            { "month": 9, "new_cases": 333266, "incidence": 184, "new_dead": 8277, "incidence_dead": 4.6 },
            { "month": 10, "new_cases": 415923, "incidence": 230, "new_dead": 14065, "incidence_dead": 7.8 },
            { "month": 11, "new_cases": 257609, "incidence": 142, "new_dead": 7728, "incidence_dead": 4.3 },
          ],
          maxCases: 415923
        },
        {
          "name": "Armenia", "continent": "Asia", "alpha2": "am", "population": 2963234, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 531, "incidence": 4, "new_dead": 2, "incidence_dead": 0 },
            { "month": 4, "new_cases": 1534, "incidence": 13, "new_dead": 29, "incidence_dead": 0.2 },
            { "month": 5, "new_cases": 7216, "incidence": 61, "new_dead": 99, "incidence_dead": 0.8 },
            { "month": 6, "new_cases": 16260, "incidence": 137, "new_dead": 312, "incidence_dead": 2.6 },
            { "month": 7, "new_cases": 13008, "incidence": 110, "new_dead": 295, "incidence_dead": 2.5 },
            { "month": 8, "new_cases": 5231, "incidence": 44, "new_dead": 141, "incidence_dead": 1.2 },
            { "month": 9, "new_cases": 6578, "incidence": 55, "new_dead": 80, "incidence_dead": 0.7 },
            { "month": 10, "new_cases": 39454, "incidence": 333, "new_dead": 382, "incidence_dead": 3.2 },
            { "month": 11, "new_cases": 45311, "incidence": 382, "new_dead": 823, "incidence_dead": 6.9 },
          ],
          maxCases: 45311
        },
        {
          "name": "Australia", "continent": "Oceania", "alpha2": "au", "population": 25499881, "months": [
            { "month": 2, "new_cases": 16, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 4534, "incidence": 4, "new_dead": 17, "incidence_dead": 0 },
            { "month": 4, "new_cases": 2207, "incidence": 2, "new_dead": 75, "incidence_dead": 0.1 },
            { "month": 5, "new_cases": 436, "incidence": 0, "new_dead": 10, "incidence_dead": 0 },
            { "month": 6, "new_cases": 718, "incidence": 1, "new_dead": 1, "incidence_dead": 0 },
            { "month": 7, "new_cases": 9360, "incidence": 9, "new_dead": 97, "incidence_dead": 0.1 },
            { "month": 8, "new_cases": 8539, "incidence": 8, "new_dead": 456, "incidence_dead": 0.4 },
            { "month": 9, "new_cases": 1277, "incidence": 1, "new_dead": 231, "incidence_dead": 0.2 },
            { "month": 10, "new_cases": 499, "incidence": 0, "new_dead": 19, "incidence_dead": 0 },
            { "month": 11, "new_cases": 317, "incidence": 0, "new_dead": 1, "incidence_dead": 0 },
          ],
          maxCases: 9360
        },
        {
          "name": "Austria", "continent": "Europe", "alpha2": "at", "population": 9006400, "months": [
            { "month": 2, "new_cases": 7, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 10171, "incidence": 28, "new_dead": 127, "incidence_dead": 0.4 },
            { "month": 4, "new_cases": 5272, "incidence": 15, "new_dead": 456, "incidence_dead": 1.3 },
            { "month": 5, "new_cases": 1279, "incidence": 4, "new_dead": 84, "incidence_dead": 0.2 },
            { "month": 6, "new_cases": 1035, "incidence": 3, "new_dead": 37, "incidence_dead": 0.1 },
            { "month": 7, "new_cases": 3364, "incidence": 9, "new_dead": 13, "incidence_dead": 0 },
            { "month": 8, "new_cases": 6308, "incidence": 18, "new_dead": 15, "incidence_dead": 0 },
            { "month": 9, "new_cases": 17375, "incidence": 48, "new_dead": 66, "incidence_dead": 0.2 },
            { "month": 10, "new_cases": 60112, "incidence": 167, "new_dead": 310, "incidence_dead": 0.9 },
            { "month": 11, "new_cases": 177531, "incidence": 493, "new_dead": 2075, "incidence_dead": 5.8 },
          ],
          maxCases: 177531
        },
        {
          "name": "Azerbaijan", "continent": "Asia", "alpha2": "az", "population": 10139175, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 295, "incidence": 1, "new_dead": 4, "incidence_dead": 0 },
            { "month": 4, "new_cases": 1506, "incidence": 4, "new_dead": 19, "incidence_dead": 0 },
            { "month": 5, "new_cases": 3690, "incidence": 9, "new_dead": 39, "incidence_dead": 0.1 },
            { "month": 6, "new_cases": 12030, "incidence": 30, "new_dead": 150, "incidence_dead": 0.4 },
            { "month": 7, "new_cases": 14354, "incidence": 35, "new_dead": 235, "incidence_dead": 0.6 },
            { "month": 8, "new_cases": 4557, "incidence": 11, "new_dead": 86, "incidence_dead": 0.2 },
            { "month": 9, "new_cases": 3794, "incidence": 9, "new_dead": 57, "incidence_dead": 0.1 },
            { "month": 10, "new_cases": 15040, "incidence": 37, "new_dead": 139, "incidence_dead": 0.3 },
            { "month": 11, "new_cases": 65907, "incidence": 163, "new_dead": 662, "incidence_dead": 1.6 },
          ],
          maxCases: 65907
        },
        {
          "name": "Bahamas", "continent": "North America", "alpha2": "bs", "population": 393248, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 13, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 4, "new_cases": 67, "incidence": 4, "new_dead": 10, "incidence_dead": 0.6 },
            { "month": 5, "new_cases": 21, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 6, "new_cases": 2, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 7, "new_cases": 470, "incidence": 30, "new_dead": 3, "incidence_dead": 0.2 },
            { "month": 8, "new_cases": 1643, "incidence": 104, "new_dead": 36, "incidence_dead": 2.3 },
            { "month": 9, "new_cases": 1906, "incidence": 121, "new_dead": 46, "incidence_dead": 2.9 },
            { "month": 10, "new_cases": 2591, "incidence": 165, "new_dead": 48, "incidence_dead": 3.1 },
            { "month": 11, "new_cases": 827, "incidence": 53, "new_dead": 19, "incidence_dead": 1.2 },
          ],
          maxCases: 2591
        },
        {
          "name": "Bahrain", "continent": "Asia", "alpha2": "bh", "population": 1701583, "months": [
            { "month": 2, "new_cases": 40, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 526, "incidence": 8, "new_dead": 3, "incidence_dead": 0 },
            { "month": 4, "new_cases": 2473, "incidence": 36, "new_dead": 4, "incidence_dead": 0.1 },
            { "month": 5, "new_cases": 8358, "incidence": 123, "new_dead": 11, "incidence_dead": 0.2 },
            { "month": 6, "new_cases": 15360, "incidence": 226, "new_dead": 68, "incidence_dead": 1 },
            { "month": 7, "new_cases": 14224, "incidence": 209, "new_dead": 60, "incidence_dead": 0.9 },
            { "month": 8, "new_cases": 10990, "incidence": 161, "new_dead": 43, "incidence_dead": 0.6 },
            { "month": 9, "new_cases": 18892, "incidence": 278, "new_dead": 61, "incidence_dead": 0.9 },
            { "month": 10, "new_cases": 10781, "incidence": 158, "new_dead": 70, "incidence_dead": 1 },
            { "month": 11, "new_cases": 5311, "incidence": 78, "new_dead": 20, "incidence_dead": 0.3 },
          ],
          maxCases: 18892
        },
        {
          "name": "Bangladesh", "continent": "Asia", "alpha2": "bd", "population": 164689383, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 48, "incidence": 0, "new_dead": 4, "incidence_dead": 0 },
            { "month": 4, "new_cases": 7616, "incidence": 1, "new_dead": 163, "incidence_dead": 0 },
            { "month": 5, "new_cases": 39486, "incidence": 6, "new_dead": 482, "incidence_dead": 0.1 },
            { "month": 6, "new_cases": 98330, "incidence": 15, "new_dead": 1197, "incidence_dead": 0.2 },
            { "month": 7, "new_cases": 92178, "incidence": 14, "new_dead": 1264, "incidence_dead": 0.2 },
            { "month": 8, "new_cases": 75335, "incidence": 11, "new_dead": 1170, "incidence_dead": 0.2 },
            { "month": 9, "new_cases": 50483, "incidence": 8, "new_dead": 970, "incidence_dead": 0.1 },
            { "month": 10, "new_cases": 44205, "incidence": 7, "new_dead": 672, "incidence_dead": 0.1 },
            { "month": 11, "new_cases": 57248, "incidence": 9, "new_dead": 721, "incidence_dead": 0.1 },
          ],
          maxCases: 98330
        },
        {
          "name": "Barbados", "continent": "North America", "alpha2": "bb", "population": 287371, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 32, "incidence": 3, "new_dead": 0, "incidence_dead": 0 },
            { "month": 4, "new_cases": 47, "incidence": 4, "new_dead": 6, "incidence_dead": 0.5 },
            { "month": 5, "new_cases": 11, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 6, "new_cases": 5, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 7, "new_cases": 13, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 8, "new_cases": 64, "incidence": 6, "new_dead": 0, "incidence_dead": 0 },
            { "month": 9, "new_cases": 16, "incidence": 1, "new_dead": 0, "incidence_dead": 0 },
            { "month": 10, "new_cases": 47, "incidence": 4, "new_dead": 0, "incidence_dead": 0 },
            { "month": 11, "new_cases": 39, "incidence": 3, "new_dead": 0, "incidence_dead": 0 },
          ],
          maxCases: 64
        },
        {
          "name": "Belarus", "continent": "Europe", "alpha2": "by", "population": 9449321, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 151, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 4, "new_cases": 13875, "incidence": 37, "new_dead": 88, "incidence_dead": 0.2 },
            { "month": 5, "new_cases": 28529, "incidence": 75, "new_dead": 146, "incidence_dead": 0.4 },
            { "month": 6, "new_cases": 19562, "incidence": 52, "new_dead": 157, "incidence_dead": 0.4 },
            { "month": 7, "new_cases": 5690, "incidence": 15, "new_dead": 167, "incidence_dead": 0.4 },
            { "month": 8, "new_cases": 4035, "incidence": 11, "new_dead": 122, "incidence_dead": 0.3 },
            { "month": 9, "new_cases": 6788, "incidence": 18, "new_dead": 152, "incidence_dead": 0.4 },
            { "month": 10, "new_cases": 19851, "incidence": 53, "new_dead": 147, "incidence_dead": 0.4 },
            { "month": 11, "new_cases": 38165, "incidence": 101, "new_dead": 178, "incidence_dead": 0.5 },
          ],
          maxCases: 38165
        },
        {
          "name": "Belgium", "continent": "Europe", "alpha2": "be", "population": 11589616, "months": [
            { "month": 2, "new_cases": 0, "incidence": 0, "new_dead": 0, "incidence_dead": 0 },
            { "month": 3, "new_cases": 12774, "incidence": 28, "new_dead": 702, "incidence_dead": 1.5 },
            { "month": 4, "new_cases": 35744, "incidence": 77, "new_dead": 6889, "incidence_dead": 14.9 },
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